Background

WiSTEM: In total, there were 17 overall WiSTEM meetings held throughout the 2023-2024 academic school year. However, there were 13 meetings with attendance data and 14 meetings with exit slip data. Some of these overlap in missing both attendance and exit slip data.

Exit Slips Distribution: Overall, there were 483 total exit slips collected over the course of the 2023-2024 academic school year. The graph and table below show the number of exit slips obtained for each of the 14 meetings where exit slips were provided.

Attendance Per Meeting

Table for Attendance Per Meeting

Number of Attendance Per Meeting
date	num_students	proportion	percent
Sep 29th	68	0.0578723	5.787234
Oct 13th	48	0.0408511	4.085106
Oct 27th	82	0.0697872	6.978723
Nov 15th	14	0.0119149	1.191489
Nov 17th	88	0.0748936	7.489362
Dec 1st	84	0.0714894	7.148936
Dec 15th	109	0.0927660	9.276596
Jan 18th	24	0.0204255	2.042553
Jan 19th	112	0.0953191	9.531915
Feb 16th	98	0.0834043	8.340426
Mar 1st	103	0.0876596	8.765957
Mar 15th	92	0.0782979	7.829787
Apr 5th	90	0.0765957	7.659574
Apr 19th	85	0.0723404	7.234043
May 3rd	78	0.0663830	6.638298

Attendance Per Month

Table for Attendance Per Month

Number of Attedance In Each Month
month	num_students	proportion	percent
Sep	68	0.0578723	5.787234
Oct	130	0.1106383	11.063830
Nov	102	0.0868085	8.680851
Dec	193	0.1642553	16.425532
Jan	136	0.1157447	11.574468
Feb	98	0.0834043	8.340426
Mar	195	0.1659574	16.595745
Apr	175	0.1489362	14.893617
May	78	0.0663830	6.638298

Attendance Per Topic

Table for Attendance Per Topic

Total Attendance Per Topic Type
topic	total	proportion	percent
Activity	556	0.4731915	47.319149
Discussion	84	0.0714894	7.148936
Guest Presenter	200	0.1702128	17.021277
Guest Speaker	188	0.1600000	16.000000
Hangout	109	0.0927660	9.276596
Outside School Event	38	0.0323404	3.234043

Average Attendance Per Topic

Table for Average Attendance Per Topic

Average Attendance Per Meeting Topic
topic	meeting_count	total	meeting_avg	total_avg	benchmark
Activity	7	556	79.42857	78.33333	yes
Discussion	1	84	84.00000	78.33333	yes
Guest Presenter	2	200	100.00000	78.33333	yes
Guest Speaker	2	188	94.00000	78.33333	yes
Hangout	1	109	109.00000	78.33333	yes
Outside School Event	2	38	19.00000	78.33333	no

Individual Attendance

Number of Meetings Attended

Summary of Number of Meetings Attended
min	median	mean	std_dev	max	range
1	5	5.208145	3.80814	13	12

Table for Number of Meetings Attended

Number of Meetings Attended by Unique Students
num_meetings	num_students	proportion	percent
1	51	0.2307692	23.076923
2	29	0.1312217	13.122172
3	19	0.0859729	8.597285
11	18	0.0814480	8.144796
6	17	0.0769231	7.692308
5	16	0.0723982	7.239819
7	15	0.0678733	6.787330
10	13	0.0588235	5.882353
4	11	0.0497738	4.977376
8	9	0.0407240	4.072398
9	9	0.0407240	4.072398
12	9	0.0407240	4.072398
13	5	0.0226244	2.262443

Only One Meeting Attended

Table for Only One Meeting Attended

Number of Student Per Meetings Who Only Attended Once
date	num_students	prop	percent
Sep 29th	3	0.0588235	5.882353
Oct 13th	1	0.0196078	1.960784
Oct 27th	4	0.0784314	7.843137
Nov 15th	4	0.0784314	7.843137
Nov 17th	1	0.0196078	1.960784
Dec 15th	10	0.1960784	19.607843
Jan 19th	8	0.1568627	15.686274
Feb 16th	2	0.0392157	3.921569
Mar 1st	4	0.0784314	7.843137
Mar 15th	2	0.0392157	3.921569
Apr 5th	2	0.0392157	3.921569
Apr 19th	6	0.1176471	11.764706
May 3rd	4	0.0784314	7.843137

One Meeting and Federal Race

Table for Federal Race and Only One Meeting Attended

Federal Race and Students Who Attended One Meeting
race	num_students	prop	percent
Asian	1	0.0476190	4.761905
Black	3	0.1428571	14.285714
Hispanic	3	0.1428571	14.285714
White	14	0.6666667	66.666667

White & Non-White and Students Who Attended One Meeting
white_non_white	num_students	prop	percent
Non-White	7	0.3333333	33.33333
White	14	0.6666667	66.66667

One Meeting and Graduation Year

Table for Graduation Year and Only One Meeting Attended

Graduation Year and Students Who Attended One Meeting
grad_year	num_students	prop	percent
2024	4	0.1904762	19.04762
2025	6	0.2857143	28.57143
2026	7	0.3333333	33.33333
2027	4	0.1904762	19.04762

One Meeting and Topic

Table for Topic and Only One Meeting Attended

Topic and Students Who Attended One Meeting
grad_year	num_students	prop	percent
2024	4	0.1904762	19.04762
2025	6	0.2857143	28.57143
2026	7	0.3333333	33.33333
2027	4	0.1904762	19.04762

Distribution Per Meeting

September 29, 2023

Table for Number of Meetings Attended for September 29th

Attendance Distribution By Number of Meetings Attended
num_meetings	num_students	prop	percent
1	3	0.0441176	4.411765
2	3	0.0441176	4.411765
3	3	0.0441176	4.411765
4	2	0.0294118	2.941177
5	5	0.0735294	7.352941
6	7	0.1029412	10.294118
7	6	0.0882353	8.823529
8	3	0.0441176	4.411765
9	4	0.0588235	5.882353
10	8	0.1176471	11.764706
11	13	0.1911765	19.117647
12	7	0.1029412	10.294118
13	4	0.0588235	5.882353

Table for Graduation Race for September 29th

Attendance Distribution By Graduation Year
grad_year	num_students	prop	percent
2024	11	0.1617647	16.17647
2025	27	0.3970588	39.70588
2026	21	0.3088235	30.88235
2027	9	0.1323529	13.23529

Table for Federal Race for September 29th

Distribution By Federal Race
race	num_students	prop	percent
Black	7	0.1029412	10.294118
White	35	0.5147059	51.470588
Asian	7	0.1029412	10.294118
ToM	6	0.0882353	8.823529
Hispanic	13	0.1911765	19.117647

Table for White & Non-White for September 29th

Distribution By White & Non-White
white_non_white	num_students	prop	percent
Non-White	33	0.4852941	48.52941
White	35	0.5147059	51.47059

INPUT THE REST OF THE DATES HERE

Attendance by Graduation Year

Total Grade Distribution

Table for Graduation Year of All Students (With Repeats)

Graduation Year of All Students (With Repeats)
grad_year	num_students	prop	percent
2024	140	0.1297498	12.97498
2025	412	0.3818350	38.18350
2026	368	0.3410565	34.10565
2027	159	0.1473587	14.73587

Table for Graduation Year of All Students (Unique)

Graduation Year of All Students (Unique)
grad_year	num_students	prop	percent
2024	27	0.1534091	15.34091
2025	65	0.3693182	36.93182
2026	57	0.3238636	32.38636
2027	27	0.1534091	15.34091

Comparing Grade Distributions with ETHS

Obtained ETHS Data from the following report

Table for Comparing Grade Distributions Between WiSTEM and ETHS

Comparing Grade Distributions (Unique)
program	grad_year	num_students	prop	percent
eths	2027	932	0.2593933	25.93933
eths	2026	853	0.2374061	23.74061
eths	2025	973	0.2708043	27.08043
eths	2024	835	0.2323963	23.23963
wistem	2027	27	0.1534091	15.34091
wistem	2026	57	0.3238636	32.38636
wistem	2025	65	0.3693182	36.93182
wistem	2024	27	0.1534091	15.34091

Graduation Year and Number of Meetings

Table for Graduation Year and Number of Meetings Attended

Graduation Year and Number of Meetings Attended (Unique)
num_meetings	2024	2025	2026	2027
1	4	6	7	4
2	5	9	5	2
3	4	1	6	3
4	1	4	4	1
5	1	7	4	3
6	2	9	3	3
7	3	8	2	2
8	2	2	2	3
10	2	6	5	NA
11	1	3	9	5
12	1	5	2	1
13	1	3	1	NA
9	NA	2	7	NA

Graduation Year and Federal Race

Table for Graduation Year and Federal Race (Simple)

Graduation Year and Federal Race (Unique)
grad_year	White	Black	Asian	Hispanic	ToM
2024	11	5	5	3	3
2025	41	5	5	10	4
2026	37	4	3	9	4
2027	17	3	1	2	4

Graduation Year and Federal Race (Unique)
grad_year	Non-White	White
2024	16	11
2025	24	41
2026	20	37
2027	10	17

Table for Graduation Year and Federal Race (By Year)

Table for 2024 Graduation Year and Federal Race

2024 Graduation Year and Federal Race (Unique)
grad_year	race	num_students	prop	percent
2024	Hispanic	3	0.1111111	11.11111
2024	White	11	0.4074074	40.74074
2024	ToM	3	0.1111111	11.11111
2024	Black	5	0.1851852	18.51852
2024	Asian	5	0.1851852	18.51852

2024 Graduation Year and Federal Race (Unique)
grad_year	white_non_white	num_students	prop	percent
2024	Non-White	16	0.5925926	59.25926
2024	White	11	0.4074074	40.74074

Table for 2025 Graduation Year and Federal Race

2025 Graduation Year and Federal Race (Unique)
grad_year	race	num_students	prop	percent
2025	Hispanic	10	0.1538462	15.384615
2025	White	41	0.6307692	63.076923
2025	ToM	4	0.0615385	6.153846
2025	Black	5	0.0769231	7.692308
2025	Asian	5	0.0769231	7.692308

2025 Graduation Year and Federal Race (Unique)
grad_year	white_non_white	num_students	prop	percent
2025	Non-White	24	0.3692308	36.92308
2025	White	41	0.6307692	63.07692

Table for 2026 Graduation Year and Federal Race

2026 Graduation Year and Federal Race (Unique)
grad_year	race	num_students	prop	percent
2026	Hispanic	9	0.1578947	15.789474
2026	White	37	0.6491228	64.912281
2026	ToM	4	0.0701754	7.017544
2026	Black	4	0.0701754	7.017544
2026	Asian	3	0.0526316	5.263158

2026 Graduation Year and Federal Race (Unique)
grad_year	white_non_white	num_students	prop	percent
2026	Non-White	20	0.3508772	35.08772
2026	White	37	0.6491228	64.91228

Table for 2027 Graduation Year and Federal Race

2027 Graduation Year and Federal Race (Unique)
grad_year	race	num_students	prop	percent
2027	Hispanic	2	0.0740741	7.407407
2027	White	17	0.6296296	62.962963
2027	ToM	4	0.1481481	14.814815
2027	Black	3	0.1111111	11.111111
2027	Asian	1	0.0370370	3.703704

2027 Graduation Year and Federal Race (Unique)
grad_year	white_non_white	num_students	prop	percent
2027	Non-White	10	0.3703704	37.03704
2027	White	17	0.6296296	62.96296

Graduation Year and Topic

Table for Graduation Year and Topic (Simple)

Graduation Year and Topic (With Repeats)
grad_year	sum	Activity	Discussion	Guest Presenter	Guest Speaker	Hangout	Outside School Event
2024	140	75	10	32	10	10	3
2025	412	203	29	72	69	34	5
2026	368	167	34	66	65	36	NA
2027	159	69	11	30	31	18	NA

Table for Graduation Year and Topic (By Year)

Table for 2024 Graduation Year and Topic

2024 Graduation Year and Topic (With Repeats)
grad_year	topic	num_students	sum	prop	percent
2024	Activity	75	140	0.5357143	53.571429
2024	Discussion	10	140	0.0714286	7.142857
2024	Guest Presenter	32	140	0.2285714	22.857143
2024	Guest Speaker	10	140	0.0714286	7.142857
2024	Hangout	10	140	0.0714286	7.142857
2024	Outside School Event	3	140	0.0214286	2.142857

Table for 2025 Graduation Year and Topic

2025 Graduation Year and Topic (With Repeats)
grad_year	topic	num_students	sum	prop	percent
2025	Activity	203	412	0.4927184	49.271845
2025	Discussion	29	412	0.0703883	7.038835
2025	Guest Presenter	72	412	0.1747573	17.475728
2025	Guest Speaker	69	412	0.1674757	16.747573
2025	Hangout	34	412	0.0825243	8.252427
2025	Outside School Event	5	412	0.0121359	1.213592

Table for 2026 Graduation Year and Topic

2026 Graduation Year and Topic (With Repeats)
grad_year	topic	num_students	sum	prop	percent
2026	Activity	167	368	0.4538043	45.380435
2026	Discussion	34	368	0.0923913	9.239130
2026	Guest Presenter	66	368	0.1793478	17.934783
2026	Guest Speaker	65	368	0.1766304	17.663044
2026	Hangout	36	368	0.0978261	9.782609

Table for 2027 Graduation Year and Topic

2027 Graduation Year and Topic (With Repeats)
grad_year	topic	num_students	sum	prop	percent
2027	Activity	69	159	0.4339623	43.396226
2027	Discussion	11	159	0.0691824	6.918239
2027	Guest Presenter	30	159	0.1886792	18.867925
2027	Guest Speaker	31	159	0.1949686	19.496855
2027	Hangout	18	159	0.1132075	11.320755

Attendance by Federal Race

Total Race Distribution

Table for Total Race Distribution

Federal Race Distribution (Unique)
race	num_students	prop	percent
Asian	14	0.0795455	7.954546
Black	17	0.0965909	9.659091
Hispanic	24	0.1363636	13.636364
ToM	15	0.0852273	8.522727
White	106	0.6022727	60.227273

Federal Race Distribution With Only White and Non-White (Unique)
white_non_white	num_students	prop	percent
Non-White	70	0.3977273	39.77273
White	106	0.6022727	60.22727

Race Distribution Without One-Timers

Table for Total Race Distribution Without One-Timers

Federal Race Distribution Without One-Timers (Unique)
race	num_students	prop	percent
Asian	13	0.0838710	8.387097
Black	14	0.0903226	9.032258
Hispanic	21	0.1354839	13.548387
ToM	15	0.0967742	9.677419
White	92	0.5935484	59.354839

Federal Race Distribution Without One-Timers (Only White and Non-White; Unique)
white_non_white	num_students	prop	percent
Non-White	63	0.4064516	40.64516
White	92	0.5935484	59.35484

Comparing Race Distributions with ETHS

Obtained ETHS Data from the following report

Table for Comparing Race Distributions Between WiSTEM and ETHS (All Categories)

Comparing Race Distributions (All Federal Race Categories) (Unique)
program	race	num_students	prop	percent	white_non_white
eths	White	1596	0.4459346	44.593462	White
eths	Asian	162	0.0452640	4.526404	Non-White
eths	Black	867	0.2422464	24.224644	Non-White
eths	Hispanic	725	0.2025706	20.257055	Non-White
eths	ToM	229	0.0639844	6.398435	Non-White
wistem	White	106	0.6022727	60.227273	White
wistem	ToM	15	0.0852273	8.522727	Non-White
wistem	Hispanic	24	0.1363636	13.636364	Non-White
wistem	Black	17	0.0965909	9.659091	Non-White
wistem	Asian	14	0.0795455	7.954546	Non-White

Table for Comparing Race Distributions Between WiSTEM and ETHS (White and Non-White)

Comparing Race Distributions (White and Non-White) (Unique)
white_non_white	num_students	prop	percent	program
Non-White	1983	0.5540654	55.40654	eths
White	1596	0.4459346	44.59346	eths
Non-White	70	0.3977273	39.77273	wistem
White	106	0.6022727	60.22727	wistem

Race and Number of Meetings

Table for Federal Race and Number of Meeings Attended (All Categories)

Race and Number of Meetings Attended (All Federal Race Categories) (Unique)
race	num_meetings	num_students
Hispanic	1	3
Hispanic	2	3
Hispanic	3	3
Hispanic	4	1
Hispanic	5	2
Hispanic	6	1
Hispanic	7	3
Hispanic	8	2
Hispanic	9	2
Hispanic	10	1
Hispanic	11	2
Hispanic	12	1
White	1	14
White	2	15
White	3	8
White	4	4
White	5	11
White	6	12
White	7	6
White	8	6
White	9	5
White	10	8
White	11	9
White	12	5
White	13	3
ToM	2	1
ToM	3	1
ToM	4	3
ToM	6	1
ToM	7	1
ToM	8	1
ToM	9	1
ToM	10	1
ToM	11	3
ToM	12	1
ToM	13	1
Black	1	3
Black	2	1
Black	3	2
Black	4	1
Black	6	2
Black	7	3
Black	11	4
Black	13	1
Asian	1	1
Asian	2	1
Asian	4	1
Asian	5	2
Asian	6	1
Asian	7	2
Asian	9	1
Asian	10	3
Asian	12	2

Table for Federal Race and Number of Meeings Attended (White and Non-White)

Race and Number of Meetings Attended (White and Non-White) (Unique)
white_non_white	num_meetings	num_students
Non-White	1	7
Non-White	2	12
Non-White	3	18
Non-White	4	23
Non-White	5	20
Non-White	6	30
Non-White	7	63
Non-White	8	24
Non-White	9	36
Non-White	10	50
Non-White	11	99
Non-White	12	48
Non-White	13	26
White	1	14
White	2	30
White	3	24
White	4	16
White	5	55
White	6	72
White	7	42
White	8	48
White	9	44
White	10	80
White	11	99
White	12	60
White	13	39

Race and Topic

Table for Federal Race and Topic (All Categories)

Race and Topic (All Federal Race Categories) (Unique)
race	topic	num_students
Hispanic	Activity	66
Hispanic	Discussion	11
Hispanic	Guest Presenter	23
Hispanic	Guest Speaker	24
Hispanic	Hangout	13
White	Activity	294
White	Discussion	49
White	Guest Presenter	118
White	Guest Speaker	103
White	Hangout	55
White	Outside School Event	4
ToM	Activity	56
ToM	Discussion	6
ToM	Guest Presenter	18
ToM	Guest Speaker	22
ToM	Hangout	12
ToM	Outside School Event	1
Black	Activity	51
Black	Discussion	8
Black	Guest Presenter	20
Black	Guest Speaker	13
Black	Hangout	10
Black	Outside School Event	2
Asian	Activity	47
Asian	Discussion	10
Asian	Guest Presenter	21
Asian	Guest Speaker	13
Asian	Hangout	8
Asian	Outside School Event	1

Table for Federal Race and Topic (White and Non-White)

Race and Topic (White and Non-White) (Unique)
white_non_white	topic	num_students
Non-White	Activity	220
Non-White	Discussion	35
Non-White	Guest Presenter	82
Non-White	Guest Speaker	72
Non-White	Hangout	43
Non-White	Outside School Event	4
White	Activity	294
White	Discussion	49
White	Guest Presenter	118
White	Guest Speaker	103
White	Hangout	55
White	Outside School Event	4

num_meetings	2024	2025	2026	2027
1	4	6	7	4
2	5	9	5	2
3	4	1	6	3
4	1	4	4	1
5	1	7	4	3
6	2	9	3	3
7	3	8	2	2
8	2	2	2	3
10	2	6	5	NA
11	1	3	9	5
12	1	5	2	1
13	1	3	1	NA
9	NA	2	7	NA

num_meetings	2024	2025	2026	2027
1	4	6	7	4
2	5	9	5	2
3	4	1	6	3
4	1	4	4	1
5	1	7	4	3
6	2	9	3	3
7	3	8	2	2
8	2	2	2	3
10	2	6	5	NA
11	1	3	9	5
12	1	5	2	1
13	1	3	1	NA
9	NA	2	7	NA

num_meetings	2024	2025	2026	2027
1	4	6	7	4
2	5	9	5	2
3	4	1	6	3
4	1	4	4	1
5	1	7	4	3
6	2	9	3	3
7	3	8	2	2
8	2	2	2	3
10	2	6	5	NA
11	1	3	9	5
12	1	5	2	1
13	1	3	1	NA
9	NA	2	7	NA